DeepSeek V4 API, Pricing, Benchmarks & Guides

Compare DeepSeek V4 with other frontier models, check OpenClaw PinchBench rankings, and open detailed model comparisons for coding, tool use, and agent workflows.

Use DeepSeek's Anthropic-compatible endpoint and official Claude-style model mapping, then verify whether Claude Desktop routes to V4 Pro or Flash as intended.

Use the terminal coding agent with DeepSeek V4, understand the CodeWhale naming transition, and follow the current install, configuration, and workflow guidance.

Set up the DeepSeek-native Reasonix coding agent, use its prefix-cache-aware workflow, and verify the official DeepSeek integration, npm package, and GitHub source before installation.

Run DeepSeek V4 Flash locally with Mac, GGUF, and llama.cpp guidance covering model selection, launch commands, smoke tests, troubleshooting, and API fallback.

DeepSeek V4 GA Gray-Rollout Signals Appear Ahead of a Reported In-House Harness Launch

Developer demos point to selected users receiving a newer DeepSeek V4 build, while a separate report says the GA model will launch with DeepSeek's own coding harness. The reports merit tracking, but DeepSeek has not yet posted a public GA announcement or named the harness.